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master's thesis
LASSO s ograničenjima
Zagreb: University of Zagreb, Faculty of Science, 2025. urn:nbn:hr:217:891009
Orešić, Filip
University of Zagreb
Faculty of Science
Department of Mathematics

Institutional repository: Repository of the Faculty of Science

Cite this document

Orešić, F. (2025). LASSO s ograničenjima (Master's thesis). Zagreb: University of Zagreb, Faculty of Science. Retrieved from https://urn.nsk.hr/urn:nbn:hr:217:891009

Orešić, Filip. "LASSO s ograničenjima." Master's thesis, University of Zagreb, Faculty of Science, 2025. https://urn.nsk.hr/urn:nbn:hr:217:891009

Orešić, Filip. "LASSO s ograničenjima." Master's thesis, University of Zagreb, Faculty of Science, 2025. https://urn.nsk.hr/urn:nbn:hr:217:891009

Orešić, F. (2025). 'LASSO s ograničenjima', Master's thesis, University of Zagreb, Faculty of Science, accessed 03 April 2025, https://urn.nsk.hr/urn:nbn:hr:217:891009

Orešić F. LASSO s ograničenjima [Master's thesis]. Zagreb: University of Zagreb, Faculty of Science; 2025 [cited 2025 April 03] Available at: https://urn.nsk.hr/urn:nbn:hr:217:891009

F. Orešić, "LASSO s ograničenjima", Master's thesis, University of Zagreb, Faculty of Science, Zagreb, 2025. Available at: https://urn.nsk.hr/urn:nbn:hr:217:891009

Metadata
TitleLASSO s ograničenjima
Title (english)LASSO with constraints
AuthorFilip Orešić
MentorIvica Nakić (mentor)
Committee memberIvica Nakić (predsjednik povjerenstva)
Committee memberMatko Ljulj (član povjerenstva)
Committee memberMaja Resman (član povjerenstva)
Committee memberMatija Kazalicki (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Science
(Department of Mathematics)
Zagreb
Defense date and country2025-02-28, Croatia
Scientific / art field,
discipline and subdiscipline		NATURAL SCIENCES
Mathematics
Applied Mathematics and Mathematical Modeling
Abstract
Glavni cilj ovog rada je bio dati uvod u LASSO metodu regresijske analize, preciznije LASSO s ograničenjima, objasniti matematičku pozadinu metode te implementirati algoritam za programsko rješavanje problema koji koriste LASSO s ograničenjima. U prvom poglavlju smo iznijeli osnovne matematičke pojmove i pozadinu, dok smo u drugom poglavlju objasnili neke od algoritama za rješavanje problema ograničenog LASSOa. U trećem poglavlju objašnjavamo programsku implementaciju algoritma. Konačno, u... More četvrtom poglavlju prikazujemo primjenu algoritma na podacima iz stvarnoga svijeta. Less
Abstract (english)
The main goal of this thesis was to provide an introduction to the LASSO method of regression analysis, more precisely LASSO with constraints, to explain the mathematical background of the method, and to implement an algorithm that will solve problems that use LASSO with constraints. In the first chapter we presented the basic mathematical concepts and background, while in the second chapter, we explained some of the algorithms for solving the constrained LASSO problem. In the third... More chapter, we explained the software implementation of the algorithm. Finally, in the fourth chapter, we present the application of the algorithm to real-world data. Less
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:217:891009
Study programmeTitle: Computer science and mathematics
Study programme type: university
Study level: graduate
Academic / professional title: sveučilišni magistar računarstva i matematike (sveučilišni magistar računarstva i matematike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2025-02-10 13:21:26
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